Inside GPT - Large Language Models Demystified

Inside GPT - Large Language Models Demystified

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13 of 15

13 of 15

Parameters

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Inside GPT - Large Language Models Demystified

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  1. 1 Intro
  2. 2 GPT sequence prediction
  3. 3 Prompt engineering
  4. 4 Demo: ChatGPT2
  5. 5 Processing text
  6. 6 Demo: Word2Vec dimensionality reduction
  7. 7 Transformer architecture
  8. 8 Demo: GPT2 input embedding
  9. 9 Self attention
  10. 10 Demo: GPT2 multi-head attention
  11. 11 Attention example
  12. 12 Demo: GPT2 next token prediction
  13. 13 Parameters
  14. 14 Thanks for explanations & inspiration
  15. 15 Outro

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